One of twelve models named Mixpanel first on the direct prompt; zero named Fullstory. Mixpanel was named by twelve of the twelve models and Fullstory by ten and Mixpanel carries 43 labels and Fullstory 14, so the shares are not directly comparable.
San Francisco, United States, founded 2009. Named in seven categories this edition.
Named in four categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the customer intelligence and data science page.
Across every category in the September 2026 Edition, Mixpanel and Fullstory were named in the same answer seventy-four times, of the 333 answers naming Mixpanel and the 80 naming Fullstory. In those answers Fullstory took the first choice two times and Mixpanel sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“🔴 Mixpanel (HIGH RISK) - November 2025 security breach... Still operating but has lost trust among major enterprise customers” GLM 4.7 FlashX · negative prompt · hard negative
“Mixpanel disclosed a security incident where an attacker gained unauthorized access and exported customer analytics data” DeepSeek V4 Flash · negative prompt · hard negative
“Who should avoid them: Startups without dedicated developers to write tracking code” Gemini 3.5 Flash · negative prompt · hard negative
“Mixpanel - Best for digital product teams with strong behavioral analytics, funnels, retention analysis, and cohort segmentation.” Mistral Small · comparative prompt · first choice
“Best for: Mid-sized product/growth teams needing quick insights without data teams... strong in ease/speed” Grok 4.1 Fast · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Most heatmap and session recording tools (like Hotjar or FullStory) can get very expensive.” Qwen 3.7 Flash · budget prompt · soft negative
“Purely B2C-oriented tools like Heap, FullStory... weaker at account-level B2B analysis” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Fullstory is the top choice for understanding users' behavior across digital platforms” Claude Haiku 4.5 · comparative prompt · first choice
“Start with FullStory if you are purely digital/service-focused.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Choose Contentsquare or FullStory if you care most about user experience diagnosis and session replay.” GPT-5.4 mini · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.